Generative AI Fundamentals with Large Language Models

Curious about the power of Generative AI and how to build intelligent applications? This course provides a foundational understanding of Generative AI, enabling you to confidently explore its capabilities and apply large language models to creative and practical tasks. By the end, you will be equipped to understand, analyze, and begin creating with this transformative technology. What you'll learn: * Learn the fundamental concepts of Generative AI and its diverse applications. * Understand how large language models (LLMs) work and their underlying architectures. * Practice prompt engineering techniques to guide LLMs for desired outputs. * Apply retrieval-augmented generation (RAG) patterns to enhance LLM responses with external data. * Build basic Generative AI applications for text generation, summarization, and more. * Explore ethical considerations and best practices for responsible AI development. The course progresses from core definitions and theoretical foundations to hands-on application of large language models for various generative tasks, concluding with discussions on responsible deployment. This course is designed for absolute beginners with no prior experience in Generative AI or machine learning, providing a clear path to understanding this transformative technology. Begin your journey into Generative AI today.